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researcher

Alex Townsend

8 papers hereh-index 217 citations10 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author5

Across the 6 of 8 papers where every author was matched, so the position is known.

fields
  • math.NA5
  • cs.LG2
  • math.DS1
same name
  • Alex Townsend — 57 papers, h 32
  • Alex Townsend — 6 papers, h 3
  • Alex Townsend — 4 papers, h 1
  • Alex Townsend — 2 papers, h 2
  • Alex Townsend — 1 paper
  • Alex Townsend — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedContinuous analogues of Krylov methods for differential operators

2 citations · 3 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

math.NA2023

Operator learning for hyperbolic partial differential equations

Christopher Wang, Alex Townsend

We construct the first rigorously justified probabilistic algorithm for recovering the solution operator of a hyperbolic partial differential equation (PDE) in two variables from i…

math.NA2023★ 1 cited

ContHutch++: Stochastic trace estimation for implicit integral operators

Jennifer Zvonek, Andrew Horning, Alex Townsend

Hutchinson's estimator is a randomized algorithm that computes an ε-approximation to the trace of any positive semidefinite matrix using O(1/ε2) matrix-vector produc…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.